Selected Papers

Transformers are Sample-Efficient World Models

Vincent Micheli, Eloi Alonso, François Fleuret
ICLR 2023 (Oral), NeurIPS Deep RL Workshop 2022 (Best paper award)
Code Hardmaru’s tweet

MineRL Diamond 2021 Competition: Overview, Results, and Lessons Learned

Anssi Kanervisto, Stephanie Milani, […], Vincent Micheli, […]
PMLR NeurIPS Competitions and Demonstrations Track 2022

Language Models are Few-Shot Butlers

Vincent Micheli, François Fleuret
EMNLP 2021
Code

On the importance of pre-training data volume for compact language models

Vincent Micheli, Martin d’Hoffschmidt, François Fleuret
EMNLP 2020

Multi-task Reinforcement Learning with a Planning Quasi-Metric

Vincent Micheli, Karthigan Sinnathamby, François Fleuret
NeurIPS Deep RL Workshop 2020